---
title: "EMNLP 2020 — accepted papers — Elamur Research"
description: "EMNLP 2020 — accepted papers: 133 papers in the Elamur Research library (Online), with our summaries, ranked by citations."
canonical: "https://research.elamur.ai/free/en/venues/emnlp/2020/"
---
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# EMNLP 2020 — accepted papers

EMNLP 2020 is the 2020 edition of the Conference on Empirical Methods in Natural Language Processing (EMNLP), held in Online, November 2020 (publisher: Association for Computational Linguistics). The ACL Anthology lists 787 papers of it in 3 tracks; our library holds 133 with our summaries. Below: its awards, the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

[**787** papers in the proceedings](#all) · [**133** works in our library](https://md.research.elamur.ai/free/en/venues/emnlp/2020/works/) · [**57,824** citations of these works](https://md.research.elamur.ai/free/en/venues/emnlp/2020/works/)**Online** where it was held**November 2020** when

## Tracks

Main 751System Demonstrations 29Tutorial Abstracts 7

## Awards

As the ACL Anthology records them.

1. **[Transformers: State-of-the-Art Natural Language Processing](https://md.research.elamur.ai/free/en/papers/wolf-2020-transformers-state-art-natural-language/)**Thomas Wolf, Lysandre Debut, Victor Sanh et al. · System Demonstrations · 🏆 Honorable Demonstration Paper*8,292 citations · our summary*
2. **[If beam search is the answer, what was the question?](https://md.research.elamur.ai/free/en/papers/meister-2020-if-beam-search-is-answer/)**Clara Meister, Ryan Cotterell, Tim Vieira · 🏆 Honorable Mention Paper*90 citations · our summary*
3. **[GLUCOSE: GeneraLized and COntextualized Story Explanations](https://md.research.elamur.ai/free/en/papers/mostafazadeh-2020-glucose-generalized-contextualized-story-explanations/)**Nasrin Mostafazadeh, Aditya Kalyanpur, Lori Moon et al. · 🏆 Honorable Mention Paper*77 citations · our summary*
4. **[Digital Voicing of Silent Speech](https://aclanthology.org/2020.emnlp-main.445/)**David Gaddy, Dan Klein · 🏆 Best Paper*57 citations*
5. **[Visually Grounded Compound PCFGs](https://aclanthology.org/2020.emnlp-main.354/)**Yanpeng Zhao, Ivan Titov · 🏆 Honorable Mention Paper*34 citations*
6. **[Spot The Bot: A Robust and Efficient Framework for the Evaluation of Conversational Dialogue Systems](https://aclanthology.org/2020.emnlp-main.326/)**Jan Deriu, Don Tuggener, Pius von Däniken et al. · 🏆 Honorable Mention Paper*30 citations*

## Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. **[Transformers: State-of-the-Art Natural Language Processing](https://md.research.elamur.ai/free/en/papers/wolf-2020-transformers-state-art-natural-language/)**Thomas Wolf, Lysandre Debut, Victor Sanh et al. · System Demonstrations · 🏆 Honorable Demonstration Paper*8,292 citations · our summary*
2. **[Dense Passage Retrieval for Open-Domain Question Answering](https://md.research.elamur.ai/free/en/papers/karpukhin-2020-dense-passage-retrieval-open-domain/)**Vladimir Karpukhin, Barlas Oguz, Sewon Min et al.*3,387 citations · our summary*
3. **[AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts](https://md.research.elamur.ai/free/en/papers/shin-2020-autoprompt-eliciting-knowledge-language-models/)**Taylor Shin, Yasaman Razeghi, Robert L. Logan IV et al.*1,234 citations · our summary*
4. **[BERTweet: A pre-trained language model for English Tweets](https://md.research.elamur.ai/free/en/papers/nguyen-2020-bertweet-pre-trained-language-model/)**Dat Quoc Nguyen, Thanh Vu, Anh Tuan Nguyen · System Demonstrations*843 citations · our summary*
5. **[Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation](https://md.research.elamur.ai/free/en/papers/reimers-2020-making-monolingual-sentence-embeddings-multilingual/)**Nils Reimers, Iryna Gurevych*816 citations · our summary*
6. **[Generating Radiology Reports via Memory-driven Transformer](https://md.research.elamur.ai/free/en/papers/chen-2020-generating-radiology-reports-memory-driven/)**Zhihong Chen, Yan Song, Tsung-Hui Chang et al.*648 citations · our summary*
7. **[Evaluating the Factual Consistency of Abstractive Text Summarization](https://aclanthology.org/2020.emnlp-main.750/)**Wojciech Kryscinski, Bryan McCann, Caiming Xiong et al.*646 citations*
8. **[How Much Knowledge Can You Pack Into the Parameters of a Language Model?](https://aclanthology.org/2020.emnlp-main.437/)**Adam Roberts, Colin Raffel, Noam Shazeer*623 citations*
9. **[COMET: A Neural Framework for MT Evaluation](https://md.research.elamur.ai/free/en/papers/rei-2020-comet-neural-framework-mt-evaluation/)**Ricardo Rei, Craig Stewart, Ana C Farinha et al.*617 citations · our summary*
10. **[LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention](https://aclanthology.org/2020.emnlp-main.523/)**Ikuya Yamada, Akari Asai, Hiroyuki Shindo et al.*590 citations*

## All accepted papers (787)

The most cited first; 133 with our summary link to their page here, the others to the original.

1. **[Transformers: State-of-the-Art Natural Language Processing](https://md.research.elamur.ai/free/en/papers/wolf-2020-transformers-state-art-natural-language/)**Thomas Wolf, Lysandre Debut, Victor Sanh et al. · System Demonstrations · 🏆 Honorable Demonstration Paper*8,292 citations · our summary*
2. **[Dense Passage Retrieval for Open-Domain Question Answering](https://md.research.elamur.ai/free/en/papers/karpukhin-2020-dense-passage-retrieval-open-domain/)**Vladimir Karpukhin, Barlas Oguz, Sewon Min et al.*3,387 citations · our summary*
3. **[AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts](https://md.research.elamur.ai/free/en/papers/shin-2020-autoprompt-eliciting-knowledge-language-models/)**Taylor Shin, Yasaman Razeghi, Robert L. Logan IV et al.*1,234 citations · our summary*
4. **[BERTweet: A pre-trained language model for English Tweets](https://md.research.elamur.ai/free/en/papers/nguyen-2020-bertweet-pre-trained-language-model/)**Dat Quoc Nguyen, Thanh Vu, Anh Tuan Nguyen · System Demonstrations*843 citations · our summary*
5. **[Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation](https://md.research.elamur.ai/free/en/papers/reimers-2020-making-monolingual-sentence-embeddings-multilingual/)**Nils Reimers, Iryna Gurevych*816 citations · our summary*
6. **[Generating Radiology Reports via Memory-driven Transformer](https://md.research.elamur.ai/free/en/papers/chen-2020-generating-radiology-reports-memory-driven/)**Zhihong Chen, Yan Song, Tsung-Hui Chang et al.*648 citations · our summary*
7. **[Evaluating the Factual Consistency of Abstractive Text Summarization](https://aclanthology.org/2020.emnlp-main.750/)**Wojciech Kryscinski, Bryan McCann, Caiming Xiong et al.*646 citations*
8. **[How Much Knowledge Can You Pack Into the Parameters of a Language Model?](https://aclanthology.org/2020.emnlp-main.437/)**Adam Roberts, Colin Raffel, Noam Shazeer*623 citations*
9. **[COMET: A Neural Framework for MT Evaluation](https://md.research.elamur.ai/free/en/papers/rei-2020-comet-neural-framework-mt-evaluation/)**Ricardo Rei, Craig Stewart, Ana C Farinha et al.*617 citations · our summary*
10. **[LUKE: Deep Contextualized Entity Representations with Entity-aware Self-attention](https://aclanthology.org/2020.emnlp-main.523/)**Ikuya Yamada, Akari Asai, Hiroyuki Shindo et al.*590 citations*
11. **[BERT-ATTACK: Adversarial Attack Against BERT Using BERT](https://md.research.elamur.ai/free/en/papers/li-2020-bert-attack-adversarial-attack-against/)**Linyang Li, Ruotian Ma, Qipeng Guo et al.*574 citations · our summary*
12. **[On the Sentence Embeddings from Pre-trained Language Models](https://md.research.elamur.ai/free/en/papers/li-2020-sentence-embeddings-pre-trained-language/)**Bohan Li, Hao Zhou, Junxian He et al.*572 citations · our summary*
13. **[TextAttack: A Framework for Adversarial Attacks, Data Augmentation, and Adversarial Training in NLP](https://md.research.elamur.ai/free/en/papers/morris-2020-textattack-framework-adversarial-attacks-data/)**John Morris, Eli Lifland, Jin Yong Yoo et al. · System Demonstrations*556 citations · our summary*
14. **[BAE: BERT-based Adversarial Examples for Text Classification](https://md.research.elamur.ai/free/en/papers/garg-2020-bae-bert-based-adversarial-examples/)**Siddhant Garg, Goutham Ramakrishnan*478 citations · our summary*
15. **[AdapterHub: A Framework for Adapting Transformers](https://md.research.elamur.ai/free/en/papers/pfeiffer-2020-adapterhub-framework-adapting-transformers/)**Jonas Pfeiffer, Andreas Rücklé, Clifton Poth et al. · System Demonstrations*461 citations · our summary*
16. **[MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer](https://md.research.elamur.ai/free/en/papers/pfeiffer-2020-mad-x-adapter-based-framework/)**Jonas Pfeiffer, Ivan Vulić, Iryna Gurevych et al.*437 citations · our summary*
17. **[CrowS-Pairs: A Challenge Dataset for Measuring Social Biases in Masked Language Models](https://md.research.elamur.ai/free/en/papers/nangia-2020-crows-pairs-challenge-dataset-measuring/)**Nikita Nangia, Clara Vania, Rasika Bhalerao et al.*418 citations · our summary*
18. **[Recurrent Event Network: Autoregressive Structure Inferenceover Temporal Knowledge Graphs](https://aclanthology.org/2020.emnlp-main.541/)**Woojeong Jin, Meng Qu, Xisen Jin et al.*409 citations*
19. **[Event Extraction by Answering (Almost) Natural Questions](https://md.research.elamur.ai/free/en/papers/du-2020-event-extraction-answering-almost-natural/)**Xinya Du, Claire Cardie*406 citations · our summary*
20. **[HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training](https://md.research.elamur.ai/free/en/papers/li-2020-hero-hierarchical-encoder-video-language/)**Linjie Li, Yen-Chun Chen, Yu Cheng et al.*403 citations · our summary*
21. **[Scalable Zero-shot Entity Linking with Dense Entity Retrieval](https://md.research.elamur.ai/free/en/papers/wu-2020-scalable-zero-shot-entity-linking/)**Ledell Wu, Fabio Petroni, Martin Josifoski et al.*376 citations · our summary*
22. **[Fact or Fiction: Verifying Scientific Claims](https://md.research.elamur.ai/free/en/papers/wadden-2020-fact-or-fiction-verifying-scientific/)**David Wadden, Shanchuan Lin, Kyle Lo et al.*372 citations · our summary*
23. **[Event Extraction as Machine Reading Comprehension](https://md.research.elamur.ai/free/en/papers/liu-2020-event-extraction-as-machine-reading/)**Jian Liu, Yubo Chen, Kang Liu et al.*303 citations · our summary*
24. **[Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics](https://aclanthology.org/2020.emnlp-main.746/)**Swabha Swayamdipta, Roy Schwartz, Nicholas Lourie et al.*283 citations*
25. **[Experience Grounds Language](https://md.research.elamur.ai/free/en/papers/bisk-2020-experience-grounds-language/)**Yonatan Bisk, Ari Holtzman, Jesse Thomason et al.*274 citations · our summary*

[See all 787 papers in EMNLP 2020 — accepted papers →](https://md.research.elamur.ai/free/en/venues/emnlp/2020/papers/)

## Papers with our summary in our library (133)

The most cited first (OpenAlex citations plus our library's).

1. **[Transformers: State-of-the-Art Natural Language Processing](https://md.research.elamur.ai/free/en/papers/wolf-2020-transformers-state-art-natural-language/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Thomas Wolf, Lysandre Debut, Victor Sanh, et al.*2020 · 15,606 citations*
2. **[Dense Passage Retrieval for Open-Domain Question Answering](https://md.research.elamur.ai/free/en/papers/karpukhin-2020-dense-passage-retrieval-open-domain/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Vladimir Karpukhin, Barlas Oguz, Sewon Min, et al.*2020 · 5,375 citations*
3. **[AutoPrompt: Eliciting Knowledge from Language Models with Automatically Generated Prompts](https://md.research.elamur.ai/free/en/papers/shin-2020-autoprompt-eliciting-knowledge-language-models/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Taylor Shin, Yasaman Razeghi, Robert L. Logan IV, et al.*2020 · 1,886 citations*
4. [**COMET: A Neural Framework for MT Evaluation**Ricardo Rei, Craig Stewart, Ana C Farinha, et al.*2020 · 1,784 citations*](https://md.research.elamur.ai/free/en/papers/rei-2020-comet-neural-framework-mt-evaluation/)
5. **[Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation](https://md.research.elamur.ai/free/en/papers/reimers-2020-making-monolingual-sentence-embeddings-multilingual/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Nils Reimers, Iryna Gurevych*2020 · 1,320 citations*
6. **[BERTweet: A pre-trained language model for English Tweets](https://md.research.elamur.ai/free/en/papers/nguyen-2020-bertweet-pre-trained-language-model/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Dat Quoc Nguyen, Thanh Vu, Anh Tuan Nguyen*2020 · 1,142 citations*
7. **[CrowS-Pairs: A Challenge Dataset for Measuring Social Biases in Masked Language Models](https://md.research.elamur.ai/free/en/papers/nangia-2020-crows-pairs-challenge-dataset-measuring/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Nikita Nangia, Clara Vania, Rasika Bhalerao, et al.*2020 · 887 citations*
8. **[TextAttack: A Framework for Adversarial Attacks, Data Augmentation, and Adversarial Training in NLP](https://md.research.elamur.ai/free/en/papers/morris-2020-textattack-framework-adversarial-attacks-data/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**John X. Morris, Eli Lifland, Jin Yong Yoo, et al.*2020 · 858 citations*
9. **[BERT-ATTACK: Adversarial Attack Against BERT Using BERT](https://md.research.elamur.ai/free/en/papers/li-2020-bert-attack-adversarial-attack-against/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Linyang Li, Ruotian Ma, Qipeng Guo, et al.*2020 · 841 citations*
10. **[MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer](https://md.research.elamur.ai/free/en/papers/pfeiffer-2020-mad-x-adapter-based-framework/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Jonas Pfeiffer, Ivan Vulić, Iryna Gurevych, et al.*2020 · 833 citations*
11. **[On the Sentence Embeddings from Pre-trained Language Models](https://md.research.elamur.ai/free/en/papers/li-2020-sentence-embeddings-pre-trained-language/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Bohan Li, Hao Zhou, Junxian He, et al.*2020 · 831 citations*
12. **[AdapterHub: A Framework for Adapting Transformers](https://md.research.elamur.ai/free/en/papers/pfeiffer-2020-adapterhub-framework-adapting-transformers/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Jonas Pfeiffer, Andreas Rücklé, Clifton Poth, et al.*2020 · 748 citations*
13. **[Generating Radiology Reports via Memory-driven Transformer](https://md.research.elamur.ai/free/en/papers/chen-2020-generating-radiology-reports-memory-driven/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Zhihong Chen, Yan Song, Tsung-Hui Chang, et al.*2020 · 710 citations*
14. **[Fact or Fiction: Verifying Scientific Claims](https://md.research.elamur.ai/free/en/papers/wadden-2020-fact-or-fiction-verifying-scientific/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**David Wadden, Shanchuan Lin, Kyle Lo, et al.*2020 · 706 citations*
15. **[BAE: BERT-based Adversarial Examples for Text Classification](https://md.research.elamur.ai/free/en/papers/garg-2020-bae-bert-based-adversarial-examples/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Siddhant Garg, Goutham Ramakrishnan*2020 · 665 citations*
16. **[Scalable Zero-shot Entity Linking with Dense Entity Retrieval](https://md.research.elamur.ai/free/en/papers/wu-2020-scalable-zero-shot-entity-linking/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Ledell Wu, Fabio Petroni, Martin Josifoski, et al.*2020 · 618 citations*
17. **[Event Extraction by Answering (Almost) Natural Questions](https://md.research.elamur.ai/free/en/papers/du-2020-event-extraction-answering-almost-natural/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Xinya Du, Claire Cardie*2020 · 602 citations*
18. **[ToTTo: A Controlled Table-To-Text Generation Dataset](https://md.research.elamur.ai/free/en/papers/parikh-2020-totto-controlled-table-text-generation/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Ankur Parikh, Xuezhi Wang, Sebastian Gehrmann, et al.*2020 · 479 citations*
19. **[HERO: Hierarchical Encoder for Video+Language Omni-representation Pre-training](https://md.research.elamur.ai/free/en/papers/li-2020-hero-hierarchical-encoder-video-language/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Linjie Li, Yen-Chun Chen, Yu Cheng, et al.*2020 · 468 citations*
20. **[XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning](https://md.research.elamur.ai/free/en/papers/ponti-2020-xcopa-multilingual-dataset-causal-commonsense/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Edoardo Maria Ponti, Goran Glavaš, Olga Majewska, et al.*2020 · 465 citations*
21. **[From Zero to Hero: On the Limitations of Zero-Shot Language Transfer with Multilingual Transformers](https://md.research.elamur.ai/free/en/papers/lauscher-2020-zero-hero-limitations-zero-shot/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Anne Lauscher, Vinit Ravishankar, Ivan Vulić, et al.*2020 · 461 citations*
22. **[Experience Grounds Language](https://md.research.elamur.ai/free/en/papers/bisk-2020-experience-grounds-language/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Yonatan Bisk, Ari Holtzman, Jesse Thomason, et al.*2020 · 430 citations*
23. **[Event Extraction as Machine Reading Comprehension](https://md.research.elamur.ai/free/en/papers/liu-2020-event-extraction-as-machine-reading/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Jian Liu, Yubo Chen, Kang Liu, et al.*2020 · 420 citations*
24. **[A Computational Approach to Understanding Empathy Expressed in Text-Based Mental Health Support](https://md.research.elamur.ai/free/en/papers/sharma-2020-computational-approach-understanding-empathy-expressed/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Ashish Sharma, Adam Miner, David Atkins, et al.*2020 · 408 citations*
25. **[ETC: Encoding Long and Structured Inputs in Transformers](https://md.research.elamur.ai/free/en/papers/ainslie-2020-etc-encoding-long-structured-inputs/) [Conference on Empirical Methods in Natural Language Processing (EMNLP)](https://md.research.elamur.ai/free/en/venues/emnlp/)**Joshua Ainslie, Santiago Ontañón, Chris Alberti, et al.*2020 · 380 citations*

[See all 133 works in EMNLP 2020 — accepted papers →](https://md.research.elamur.ai/free/en/venues/emnlp/2020/works/)

## Top topics

Topics of its works in our library, with the number of works on each.

[Multilingual & cross-lingual NLP (19)](https://md.research.elamur.ai/free/en/topics/multilingual-nlp/) · [Language models & pretraining (16)](https://md.research.elamur.ai/free/en/topics/language-models/) · [Dialogue systems (12)](https://md.research.elamur.ai/free/en/topics/dialogue-systems/) · [Reasoning (12)](https://md.research.elamur.ai/free/en/topics/reasoning/) · [English (12)](https://md.research.elamur.ai/free/en/topics/english/) · [Machine translation (10)](https://md.research.elamur.ai/free/en/topics/machine-translation/) · [Question answering (10)](https://md.research.elamur.ai/free/en/topics/question-answering/) · [Summarization (8)](https://md.research.elamur.ai/free/en/topics/summarization/) · [Evaluation & benchmarks (8)](https://md.research.elamur.ai/free/en/topics/evaluation-benchmarks/) · [Sentiment & emotion (7)](https://md.research.elamur.ai/free/en/topics/sentiment-emotion/) · [Information extraction (6)](https://md.research.elamur.ai/free/en/topics/information-extraction/) · [Text generation (6)](https://md.research.elamur.ai/free/en/topics/text-generation/) · [Coreference resolution (5)](https://md.research.elamur.ai/free/en/topics/coreference-resolution/) · [Interpretability (4)](https://md.research.elamur.ai/free/en/topics/interpretability/) · [Named entity recognition (3)](https://md.research.elamur.ai/free/en/topics/named-entity-recognition/)

**15 more topics**

[Discourse analysis (3)](https://md.research.elamur.ai/free/en/topics/discourse-analysis/) · [Efficient models & compression (3)](https://md.research.elamur.ai/free/en/topics/efficient-models/) · [Semantic role labeling (2)](https://md.research.elamur.ai/free/en/topics/semantic-role-labeling/) · [Low-resource languages (2)](https://md.research.elamur.ai/free/en/topics/low-resource-languages/) · [Information retrieval & search (2)](https://md.research.elamur.ai/free/en/topics/information-retrieval/) · [Semantic parsing & meaning representation (2)](https://md.research.elamur.ai/free/en/topics/semantic-parsing/) · [Bias, fairness & safety (2)](https://md.research.elamur.ai/free/en/topics/bias-fairness-safety/) · [Speech act theory (1)](https://md.research.elamur.ai/free/en/topics/speech-act-theory/) · [Word sense disambiguation (1)](https://md.research.elamur.ai/free/en/topics/word-sense-disambiguation/) · [Dependency parsing (1)](https://md.research.elamur.ai/free/en/topics/dependency-parsing/) · [Treebanks (1)](https://md.research.elamur.ai/free/en/topics/treebanks/) · [Speech & spoken language (1)](https://md.research.elamur.ai/free/en/topics/speech/) · [Lexical semantics & word embeddings (1)](https://md.research.elamur.ai/free/en/topics/lexical-semantics/) · [Code & programming languages (1)](https://md.research.elamur.ai/free/en/topics/code-and-programming/) · [Vision & language (1)](https://md.research.elamur.ai/free/en/topics/multimodal/)

## Fields

[Computer Science (133)](https://md.research.elamur.ai/free/en/shelves/computer-science/) · [Arts and Humanities (127)](https://md.research.elamur.ai/free/en/shelves/arts-and-humanities/) · [Social Sciences (5)](https://md.research.elamur.ai/free/en/shelves/social-sciences/) · [Medicine (3)](https://md.research.elamur.ai/free/en/shelves/medicine/) · [Psychology (3)](https://md.research.elamur.ai/free/en/shelves/psychology/)

## Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

[🧑‍🔬**Ivan Vulić**5 works here · 2,827 citations](https://md.research.elamur.ai/free/en/authors/ivan-vulic/) · [🧑‍🔬**Iryna Gurevych**3 works here · 2,901 citations](https://md.research.elamur.ai/free/en/authors/iryna-gurevych/) · [🧑‍🔬**Lei Li**3 works here · 1,323 citations](https://md.research.elamur.ai/free/en/authors/lei-li/) · [🧑‍🔬**Goran Glavaš**3 works here · 1,246 citations](https://md.research.elamur.ai/free/en/authors/goran-glavas/) · [🧑‍🔬**Kyunghyun Cho**3 works here · 1,121 citations](https://md.research.elamur.ai/free/en/authors/kyunghyun-cho/) · [🧑‍🔬**Luke Zettlemoyer**3 works here · 890 citations](https://md.research.elamur.ai/free/en/authors/luke-zettlemoyer/) · [🧑‍🔬**Jingjing Liu**3 works here · 872 citations](https://md.research.elamur.ai/free/en/authors/jingjing-liu/) · [🧑‍🔬**Zhe Gan**3 works here · 872 citations](https://md.research.elamur.ai/free/en/authors/zhe-gan/) · [🧑‍🔬**Lidong Bing**3 works here · 786 citations](https://md.research.elamur.ai/free/en/authors/lidong-bing/) · [🧑‍🔬**Peng Li**3 works here · 740 citations](https://md.research.elamur.ai/free/en/authors/peng-li/) · [🧑‍🔬**Yankai Lin**3 works here · 740 citations](https://md.research.elamur.ai/free/en/authors/yankai-lin/) · [🧑‍🔬**Zhiyuan Liu**3 works here · 740 citations](https://md.research.elamur.ai/free/en/authors/zhiyuan-liu/)

## Top institutions

Institutions on the bylines of its works here, by the number of works.

[🏢**Google** Mountain View · United States 11 works here](https://md.research.elamur.ai/free/en/companies/google/) · [🏢**Microsoft** Redmond · United States 8 works here](https://md.research.elamur.ai/free/en/companies/microsoft/) · [🎓**University of Washington** Seattle · United States 7 works here](https://md.research.elamur.ai/free/en/universities/university-of-washington/) · [🎓**New York University** New York · United States 7 works here](https://md.research.elamur.ai/free/en/universities/new-york-university/) · [🎓**Carnegie Mellon University** Pittsburgh · United States 7 works here](https://md.research.elamur.ai/free/en/universities/carnegie-mellon-university/) · [🎓**Johns Hopkins University** Baltimore · United States 6 works here](https://md.research.elamur.ai/free/en/universities/johns-hopkins-university/) · [🎓**University of Cambridge** Cambridge · United Kingdom 6 works here](https://md.research.elamur.ai/free/en/universities/university-of-cambridge/) · [🔬**Allen Institute for Artificial Intelligence** Seattle · United States 6 works here](https://md.research.elamur.ai/free/en/labs/allen-institute-for-artificial-intelligence/) · [🏢**Tencent** Shenzhen · China 5 works here](https://md.research.elamur.ai/free/en/companies/tencent/) · [🏢**IBM** Armonk · United States 4 works here](https://md.research.elamur.ai/free/en/companies/ibm/) · [🎓**Singapore University of Technology and Design** Singapore · Singapore 4 works here](https://md.research.elamur.ai/free/en/universities/singapore-university-of-technology-and-design/) · [🎓**University of Mannheim** Mannheim · Germany 4 works here](https://md.research.elamur.ai/free/en/universities/university-of-mannheim/)

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

- [← previous EMNLP 2019](https://md.research.elamur.ai/free/en/venues/emnlp/2019/)
- [next → EMNLP 2021](https://md.research.elamur.ai/free/en/venues/emnlp/2021/)
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